融合图像预处理的人脸识别方法

Face Recognition Method Based on Image Pre-processing

为了消除光照条件变化以及噪声等因素对人脸识别结果的影响,提出了对人脸图像进行一系列预处理工作,以去除影响人脸识别结果的相关不利因素,再结合主分量分析与线性鉴别分析的进行人脸识别.实验结果表明,所提出的方法不仅提高了识别率,而且减少了训练与分类时间.

In this paper, based on a series of image preprocessing work to remove the unfavorable factors that affect the recognition results, combined with principal component analysis and linear discriminant analysis in order to eliminate the effects of changes in lighting conditions and noise factors such as face recognition results, for face rec- ognition. The experimental results show that the proposed method not only improves the recognition rate, and re- duces training and classification time.